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Mark Huang

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GPT-5.6 Sol Scores Higher. Why Does My Weekly Limit Vanish Faster?

GPT-5.6 Sol Scores Higher. Why Does My Weekly Limit Vanish Faster?

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24 min read

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Terminator 2 Made CGI Earn Every Shot

Terminator 2 Made CGI Earn Every Shot

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8 min read
Model Build-Offs Need Failure Rates, Not Trophies

Model Build-Offs Need Failure Rates, Not Trophies

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8 min read
OpenAI Forked Git. The Empty Diff Is the News

OpenAI Forked Git. The Empty Diff Is the News

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9 min read
AI Bookkeeping Needs a Harness

AI Bookkeeping Needs a Harness

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8 min read
Hy3 Makes Price Part of the Eval

Hy3 Makes Price Part of the Eval

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8 min read
Bun's Rust Rewrite Is the Validation Test

Bun's Rust Rewrite Is the Validation Test

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8 min read
AI Heat Needs a Neighbor

AI Heat Needs a Neighbor

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8 min read
98% Support Still Needs a Door

98% Support Still Needs a Door

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8 min read
The Token Sticker Price Is a Trap

The Token Sticker Price Is a Trap

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8 min read
AI Makes the Average Too Cheap

AI Makes the Average Too Cheap

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8 min read
Ultra in Codex Has to Beat the Meter

Ultra in Codex Has to Beat the Meter

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8 min read
AI Textbooks Need Practice, Not Chat

AI Textbooks Need Practice, Not Chat

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10 min read
Smart Home AI Needs a Worker Mode

Smart Home AI Needs a Worker Mode

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8 min read
AI MemMail: Let Dense-Mem Triage and Answer Your Business Inbox

AI MemMail: Let Dense-Mem Triage and Answer Your Business Inbox

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20 min read
AI Burned the Junior Ladder

AI Burned the Junior Ladder

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8 min read
Claude Code's Cache Scare Needs Receipts

Claude Code's Cache Scare Needs Receipts

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9 min read
The AI Goalpost Is Ownership

The AI Goalpost Is Ownership

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8 min read
ZCode Makes the Harness the Product

ZCode Makes the Harness the Product

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8 min read
Claude Science Makes the Lab Notebook the Product

Claude Science Makes the Lab Notebook the Product

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8 min read
South Korea's $1T AI Bet Runs on Water and Power

South Korea's $1T AI Bet Runs on Water and Power

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9 min read
Sonnet 5 Puts Agents in the Default Lane

Sonnet 5 Puts Agents in the Default Lane

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8 min read
AI Tools Still Charge a Conversation Tax

AI Tools Still Charge a Conversation Tax

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7 min read
The AI Bill Is Becoming the Product

The AI Bill Is Becoming the Product

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8 min read
Agentic Browser Automation Without Giving AI Your Login

Agentic Browser Automation Without Giving AI Your Login

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37 min read
OpenAI's Chip Bet Is About Owning the Wait

OpenAI's Chip Bet Is About Owning the Wait

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7 min read
LastPass's Vault Wasn't the Only Boundary

LastPass's Vault Wasn't the Only Boundary

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7 min read
Gemini Computer Use Needs a Trust Loop

Gemini Computer Use Needs a Trust Loop

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7 min read
Vibe Coding Needs Receipts

Vibe Coding Needs Receipts

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7 min read
Claude Outages Are a Dependency Test

Claude Outages Are a Dependency Test

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7 min read
OCR's New Battle Is Endurance

OCR's New Battle Is Endurance

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6 min read
NVIDIA Halos Makes Safety the AV Platform

NVIDIA Halos Makes Safety the AV Platform

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7 min read
AI Broke the Hiring Signal

AI Broke the Hiring Signal

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6 min read
I Might Be Wrong About Agentool

I Might Be Wrong About Agentool

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9 min read
Why I Started Thinking About a Centralized AI Knowledge Graph

Why I Started Thinking About a Centralized AI Knowledge Graph

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14 min read
AI Memory Beyond RAG: Vectors, Graphs, and Dense-Mem

AI Memory Beyond RAG: Vectors, Graphs, and Dense-Mem

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15 min read
System Prompt vs User Prompt: The Layer Under GenAI Features

System Prompt vs User Prompt: The Layer Under GenAI Features

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9 min read
I Feel Sorry for AI

I Feel Sorry for AI

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9 min read
Skills + Dense-Mem: Making AI Workflows Learn From Experience

Skills + Dense-Mem: Making AI Workflows Learn From Experience

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13 min read
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